local-memory本地向量记忆工具,替代内置 memory 工具。使用 ChromaDB + BGE-small-zh 实现完全离线的语义记忆存储和检索。使用场景:(1) 存储重要信息到长期记忆,(2) 语义搜索历史记忆,(3) 删除特定记忆。触发词:记住、记忆、recall、memory、forget。
Install via ClawdBot CLI:
clawdbot install liangmu-git2/local-memoryGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://download.pytorch.org/whl/cpuAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Individuals can store and retrieve personal notes, ideas, and research findings offline, ensuring privacy and quick semantic search without internet dependency. Useful for students, researchers, or hobbyists organizing information locally.
Businesses can integrate this skill into chatbots to store customer preferences and past interactions offline, enabling personalized responses and efficient recall of historical data without cloud reliance. Enhances support efficiency in data-sensitive environments.
Medical professionals can securely store patient information, treatment decisions, and clinical notes locally, using semantic search to quickly access relevant records while maintaining compliance with data privacy regulations like HIPAA.
Law firms can archive case details, precedents, and client information offline, allowing attorneys to semantically search through vast document collections for relevant legal references without external servers, ensuring confidentiality.
Writers and artists can store inspiration, plot ideas, or character traits in a local memory system, using semantic recall to retrieve related concepts during the creative process, fostering offline brainstorming and organization.
Offer this skill as part of a premium AI agent package with regular updates and support, charging monthly or annual fees. Targets businesses needing offline, secure memory solutions without infrastructure management.
Sell perpetual licenses for the skill to organizations requiring long-term, offline deployment without ongoing costs. Includes installation support and basic maintenance, appealing to budget-conscious clients.
Provide a free version with basic memory functions and limited storage, while charging for advanced features like higher importance scoring, multiple categories, or priority support. Attracts individual users and upsells to enterprises.
💬 Integration Tip
Ensure the setup script runs smoothly on target systems and test semantic search accuracy with diverse queries before deployment.
Scored Apr 19, 2026
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